Applied Machine Learning Courses
Applied Machine Learning courses can help you learn data preprocessing, model selection, feature engineering, and evaluation metrics. You can build skills in implementing algorithms, optimizing performance, and interpreting results in practical contexts. Many courses introduce tools like Python, TensorFlow, and scikit-learn, that support developing machine learning models and applying AI techniques to solve real-world problems.
Popular Applied Machine Learning Courses and Certifications
Skills you'll gain: Capacity Management, Data Loss Prevention, Power BI, Resource Management, Data Security, Microsoft Power Platform, Microsoft Teams, Microsoft Copilot, Microsoft 365, Data Governance, Microsoft Office, Business Intelligence, AI Enablement, AI Product Strategy, Governance, Data Analysis, Data Analysis Software, Applied Machine Learning
University of Colorado Boulder
Skills you'll gain: Bayesian Statistics, Statistical Inference, Statistical Modeling, Predictive Analytics, Predictive Modeling, Statistical Methods, Data Ethics, Data Science, Probability, Regression Analysis, Probability Distribution
Skills you'll gain: Data Structures, Graph Theory, Network Model, Python Programming, Data Manipulation, Memory Management, Algorithms, Debugging
University of California, Irvine
Skills you'll gain: Telecommuting, Virtual Teams, Collaborative Software, Drive Engagement, Productivity, Productivity Software, Team Performance Management, Leadership, Teamwork, Meeting Facilitation, Employee Engagement, Collaboration, Driving engagement, Leadership Development, Business Correspondence, People Management, Communication, Business Writing, Communication Strategies
Board Infinity
Skills you'll gain: Containerization, Docker (Software), Application Deployment, Cloud Platforms, Cloud Deployment, Cloud Applications, Kubernetes, Amazon Web Services, Cloud Computing, Development Environment, Continuous Deployment, CI/CD, Continuous Integration, DevOps, Scalability, Test Automation
Skills you'll gain: Make.com, JSON, Outbound Calls, Application Programming Interface (API), Phone Sales, Cold Calling, Booking (Sales), Setting Appointments, Systems Integration, Personalized Campaigns, No-Code Development, Calendar Management, Technical Sales, Automation, AI Personalization, Scripting, Scheduling
Skills you'll gain: Data Lakes, Data Governance, Transaction Processing, Microsoft Azure, Security Controls, Data Architecture, Power BI, Data Warehousing, Dataflow, Data Management, Identity and Access Management, Azure Active Directory, Data Pipelines, Role-Based Access Control (RBAC), Data Integration, Query Languages, Data Integrity, Real Time Data, Data Quality, Data Transformation
Johns Hopkins University
Skills you'll gain: Algebra, Applied Mathematics, Graphing, Mathematical Modeling, Advanced Mathematics, Calculus, Predictive Modeling
Skills you'll gain: PostgreSQL, Database Administration, Database Design, Relational Databases, Database Management, Database Architecture and Administration, Database Development, SQL, Transaction Processing, Query Languages
Skills you'll gain: Microsoft Azure, Data Governance, Real Time Data, Data Management, Microsoft SQL Servers, Metadata Management, Data Architecture, Data Security, Security Controls, Power BI, Analytics, Azure Active Directory, System Monitoring, Identity and Access Management, Event-Driven Programming
Skills you'll gain: Telecommunications, Electronics Engineering, Electronics, Schematic Diagrams, Electrical Engineering, Communication Systems, Electronic Systems, electromagnetics, Electrical and Computer Engineering, Hardware Design, Simulation and Simulation Software, Simulations, Performance Tuning, Verification And Validation
Universitat Autònoma de Barcelona
Skills you'll gain: Student Support and Services, School Counseling, Academic Advising, Education and Training, Training Programs, Student Engagement, Mentorship, Lifelong Learning, Instructional Strategies, Personal Development, Human Development
In summary, here are 10 of our most popular applied machine learning courses
- Advanced Power BI Integration, AI, and Governance Strategies:Â Packt
- Introduction to Bayesian Statistics for Data Science:Â University of Colorado Boulder
- Data Structures Using Python - An Introduction:Â Packt
- Productivity in Remote Work:Â University of California, Irvine
- Scalable Deployment and DevOps for Web Development:Â Board Infinity
- AI Sales Calling with Vapi: Automated SAAS Demo Scheduler:Â Coursera
- Building Data Lakes and Lakehouses with Microsoft Fabric:Â Microsoft
- Honors Algebra 2: Algebraic, Exponential & Log Functions:Â Johns Hopkins University
- SQL for Software Developers:Â Codio
- Microsoft Fabric: Data Governance, Security, and Analytics:Â Microsoft
